At MIT Open Learning we have built a deployment strategy that lets us release changes to production with minimal downtime and a high degree of confidence. We have also created a test environment that supports multiple concurrent versions of Open edX with shared resources and minimal configuration changes. This talk will guide you through the stages of a release and the freely available code that we use to do it.